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Using A Representative Driving Pattern Extraction Technique Modeling with Machine Learning Development of Durability Test Mode
ISSN: 0148-7191, e-ISSN: 2688-3627
To be published on April 06, 2021 by SAE International in United States
Event: SAE WCX Digital Summit
Test mode for durability of powertrain often defines a method by reflecting figures such as frequency of use or severity, but in the complex systems, it is hard to verify durability in real environments with the simple conditions. Thus, this session presents the new analysis method that was modelled to apply machine learning techniques to extract representativel driving patterns from the perspective of powertrain loads reflecting the driving situation and driver will, and to develop realistic endurance test evaluation modes.